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📡 Forecast Intelligence

What Happens Next?

Evidence-backed forecasts of where the job market is heading.

We don't just make predictions. We come back and check them.

Forecast · Nov 9–15, 2026~15 postings · Change Management + Project ManagementObservedForecastToday
📈

649

Forecasts published

All time

✓

386

Resolved forecasts

59% of total

◎

37%

Mean accuracy

Across resolved

✓

176

Confirmed

46% of resolved

◐

95

Partially confirmed

25% of resolved

✕

115

Missed

30% of resolved

🔒

0

Forecasts edited

Always published as-is

We're projecting rising demand for Risk Management and cooling demand for Azure — 386 past forecasts scored so far at 37% mean accuracy.

How this is measured

Forecasts are immutable once published — never edited, never quietly withdrawn. When the target period arrives each one is scored against the observed count, and the misses stay on this page alongside the hits.

What's Coming

Most important active forecasts, by evidence — target week Nov 9–15, 2026

View all 263 active forecasts →
Change Management + Project Management↓ Cooling

Down from 75 postings the week of Oct 12–18, 2026.

~15postings

Expected Nov 9–15, 2026

Range (80% coverage)0 – 35
Evidence40+ records
Signal maturityEarly signal
Typeskill_combination
View forecast →
Process Improvement + Risk Management↓ Cooling

Down from 41 postings the week of Oct 12–18, 2026.

~14postings

Expected Nov 9–15, 2026

Range (80% coverage)0 – 32
Evidence40+ records
Signal maturityEarly signal
Typeskill_combination
View forecast →
Communication + Stakeholder Management↓ Cooling

Down from 61 postings the week of Oct 12–18, 2026.

~15postings

Expected Nov 9–15, 2026

Range (80% coverage)0 – 38
Evidence40+ records
Signal maturityEarly signal
Typeskill_combination
View forecast →
Team Leadership↓ Cooling

Down from 93 postings the week of Oct 12–18, 2026.

~14postings

Expected Nov 9–15, 2026

Range (80% coverage)0 – 34
Evidence40+ records
Signal maturityEarly signal
Typeskill
View forecast →

Can SHIOS predict the market?

Forecast accuracy by resolution week

30%

Mean accuracy · 386 resolved

262728293031323334353738394041
Needs Improvement reliability

Forecast scorecard

Outcomes across 386 resolved forecasts

Confirmed
176 (46%)
Partially confirmed
95 (25%)
Missed
115 (30%)

We keep our misses on the table. Forecast quality is judged on all 386, not just the wins.

How forecasting works

Every forecast follows the same six steps

  1. 1Evidence — collect real signals from the market
  2. 2Trend — analyze recent weekly movement
  3. 3Forecast — project what's likely next, with a range
  4. 4Publish — lock the forecast as-is, no edits
  5. 5Reality — wait for the target period to arrive
  6. 6Score — grade accuracy, recalibrate confidence

649 forecasts · sorted by target week

Complete Forecast Register

ForecastTargetConfidenceReview byEvidenceStatus
job postings count for technology 'docker' is forecast at 13 in Aug 17–23, 2026, within 7-19 at 80% confidence (down from 17 in Jul 20–26, 2026).

e6750bd4

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'program management' is forecast at 12 in Aug 17–23, 2026, within 10-14 at 80% confidence (up from 9 in Jul 20–26, 2026).

ebb53738

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Partially confirmed
job postings count for role 'platform engineer' is forecast at 11 in Aug 17–23, 2026, within 7-14 at 80% confidence (flat from 11 in Jul 20–26, 2026).

9b544aba

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'data analysis' is forecast at 14 in Aug 17–23, 2026, within 5-23 at 80% confidence (down from 24 in Jul 20–26, 2026).

b6da267e

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'langchain' is forecast at 14 in Aug 17–23, 2026, within 9-19 at 80% confidence (down from 16 in Jul 20–26, 2026).

75a79385

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'azure' is forecast at 12 in Aug 17–23, 2026, within 10-15 at 80% confidence (down from 13 in Jul 20–26, 2026).

78408e76

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Missed
job postings count for skill 'financial acumen' is forecast at 14 in Aug 17–23, 2026, within 11-17 at 80% confidence (up from 12 in Jul 20–26, 2026).

227ee1e2

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Partially confirmed
job postings count for skill 'security' is forecast at 16 in Aug 17–23, 2026, within 8-23 at 80% confidence (down from 22 in Jul 20–26, 2026).

0ac4c029

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for role 'scrum master' is forecast at 12 in Aug 17–23, 2026, within 10-14 at 80% confidence (up from 10 in Jul 20–26, 2026).

de81ae71

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Missed
job postings count for role 'program manager' is forecast at 14 in Aug 17–23, 2026, within 12-16 at 80% confidence (up from 10 in Jul 20–26, 2026).

0f81a34e

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Partially confirmed
job postings count for skill 'coaching' is forecast at 10 in Aug 17–23, 2026, within 8-13 at 80% confidence (down from 12 in Jul 20–26, 2026).

850d03c5

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'anthropic api' is forecast at 24 in Aug 17–23, 2026, within 15-34 at 80% confidence (down from 32 in Jul 20–26, 2026).

27fd84ed

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'typescript' is forecast at 50 in Aug 17–23, 2026, within 0-103 at 80% confidence (down from 111 in Jul 20–26, 2026).

f648bdc0

Aug 17–23, 2026
Early signal
2026-08-23
25+→
Missed
job postings count for role 'ml engineer' is forecast at 23 in Aug 17–23, 2026, within 20-26 at 80% confidence (up from 20 in Jul 20–26, 2026).

f3815e48

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Partially confirmed
job postings count for skill 'risk management' is forecast at 20 in Aug 17–23, 2026, within 17-23 at 80% confidence (up from 16 in Jul 20–26, 2026).

67989aec

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Missed
job postings count for skill 'stakeholder management' is forecast at 23 in Aug 17–23, 2026, within 19-28 at 80% confidence (up from 21 in Jul 20–26, 2026).

b93ce4fa

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Missed
job postings count for technology 'jira' is forecast at 28 in Aug 17–23, 2026, within 17-39 at 80% confidence (down from 38 in Jul 20–26, 2026).

073ef0aa

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'machine learning' is forecast at 29 in Aug 17–23, 2026, within 24-34 at 80% confidence (up from 28 in Jul 20–26, 2026).

3d85babd

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Partially confirmed
job postings count for technology 'aws' is forecast at 31 in Aug 17–23, 2026, within 26-37 at 80% confidence (up from 22 in Jul 20–26, 2026).

453f0f83

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Partially confirmed
job postings count for skill 'agile delivery' is forecast at 62 in Aug 17–23, 2026, within 8-115 at 80% confidence (down from 123 in Jul 20–26, 2026).

f562696a

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'ai literacy' is forecast at 70 in Aug 17–23, 2026, within 19-122 at 80% confidence (down from 125 in Jul 20–26, 2026).

16e63ae3

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'automation' is forecast at 56 in Aug 17–23, 2026, within 25-87 at 80% confidence (down from 86 in Jul 20–26, 2026).

77038782

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for technology 'python' is forecast at 72 in Aug 17–23, 2026, within 24-119 at 80% confidence (down from 122 in Jul 20–26, 2026).

1e81fce6

Aug 17–23, 2026
Early signal
2026-08-23
40+→
Missed
job postings count for skill 'cloud architecture' is forecast at 48 in Aug 17–23, 2026, within 42-54 at 80% confidence (up from 43 in Jul 20–26, 2026).

60bab386

Aug 17–23, 2026
Moderate signal
2026-08-23
40+→
Partially confirmed
Around 1 job postings for product manager roles are expected the week of Aug 10–16, 2026 (likely range: 0–2, 80% coverage) — down from 6 the week of Jul 13–19, 2026.

eb2be551

Aug 10–16, 2026
Early signal
2026-08-16
22+→
Missed
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Every forecast is published. Every forecast is locked. Every forecast is eventually scored. No editing. No disappearing misses. Strategic Honesty.